Search Results for author: Ilias Karimalis

Found 1 papers, 1 papers with code

Fast Sparse Decision Tree Optimization via Reference Ensembles

3 code implementations1 Dec 2021 Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo Seltzer

We show that by using these guesses, we can reduce the run time by multiple orders of magnitude, while providing bounds on how far the resulting trees can deviate from the black box's accuracy and expressive power.

Interpretable Machine Learning

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